White shark (Carcharodon carcharias), Thinned satellite data (PSAT and SPOT), 1:2 observation:pseudo-absence ratio, Cropped to 750 m isobath, shark specific v2 (sst, tbtm, sbtm, log depth, and seals, evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	roc_auc	tss_max
rf	0.9871939	0.8962987
bt	0.7955923	0.4775916
maxnet	0.7689570	0.4235037
gam	0.7705678	0.4257947
glm	0.7356726	0.4136240

Variable Importance